{"id":"W2146118470","doi":"10.1093/jjco/hyp105","title":"Quality Assurance in the Prospective Multi-institutional Trial on Definitive Radiotherapy Using High-dose-rate Intracavitary Brachytherapy for Uterine Cervical Cancer: The Individual Case Review","year":2009,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research Society","keywords":"Medicine; Brachytherapy; Radiation therapy; Cervical cancer; Quality assurance; Radiology; Uterine cervix; Cancer; Medical physics; Oncology; Internal medicine; Carcinoma; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1333677,0.000592699,0.001932797,0.001448121,0.0009728367,0.001899566,0.001524036,0.002115988,0.0009852936],"category_scores_gemma":[0.1913202,0.0007103758,0.0023188,0.001844188,0.001276115,0.001464991,0.001538359,0.0008087307,0.0003329447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002515113,"about_ca_system_score_gemma":0.004989279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007190782,"about_ca_topic_score_gemma":0.001097433,"domain_scores_codex":[0.7687746,0.1983841,0.01782559,0.004583318,0.008965326,0.001466999],"domain_scores_gemma":[0.6915159,0.1302554,0.1048579,0.03596262,0.03337402,0.004034264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2596131,0.008789325,0.3999313,0.02212789,0.01620614,0.002190982,0.008974632,0.004192255,0.008895853,0.00161027,0.004473526,0.2629948],"study_design_scores_gemma":[0.06459351,0.2541383,0.5654929,0.008694435,0.01699277,0.006605278,0.003300962,0.007648046,0.01985918,0.0009814349,0.05110083,0.0005923523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306727,0.03702736,0.006967099,0.0008013826,0.0002528648,0.02145619,0.0005349836,0.00008686809,0.002200605],"genre_scores_gemma":[0.9784307,0.003334135,0.007345332,0.0005176681,0.0002392244,0.009426149,0.0004758096,0.00002333626,0.0002076612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333677,"threshold_uncertainty_score":0.7053241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2555268482695764,"score_gpt":0.5284567392089132,"score_spread":0.2729298909393368,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}